DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Global agricultural responses to interannual climate and biophysical variability

Abstract

Agricultural production is highly sensitive to changes in climate and weather patterns. The focus of the great majority of studies assessing climate impacts on agriculture has been on mean changes in agricultural responses. However, the manner in which global agricultural markets respond to the interannual variability of the climate and biophysical shocks is poorly understood. Here we show a strong transmission of interannual variations in climate-induced biophysical yield shocks to agriculture markets, which is magnified further by endogenous market fluctuations. We demonstrate the importance of imperfect versus perfect expectations of market and weather in generating the market fluctuations that play a key role in transferring the interannual variations to markets. We find that the volatility of market prices and consumption could be potentially reduced on average by 55% and 41%, respectively, with improved expectations, where agricultural producers make better decisions to adapt to climate and biophysical variability. We also find much heterogeneity in interannual variability across crops and regions, which is considerably mediated by trade as part of the economic response. Our study provides new insights on climate impacts on agricultural market variability and lays a foundation for further investigating the full range of climate impacts on biophysical and humanmore » systems.« less

Authors:
ORCiD logo; ORCiD logo; ORCiD logo; ; ORCiD logo; ORCiD logo; ;
Publication Date:
Research Org.:
Pacific Northwest National Lab. (PNNL), Richland, WA (United States)
Sponsoring Org.:
USDOE Office of Science (SC)
OSTI Identifier:
1825116
Alternate Identifier(s):
OSTI ID: 1821930; OSTI ID: 1827828
Report Number(s):
PNNL-SA-150812
Journal ID: ISSN 1748-9326
Grant/Contract Number:  
AC05-76RL01830
Resource Type:
Published Article
Journal Name:
Environmental Research Letters
Additional Journal Information:
Journal Name: Environmental Research Letters Journal Volume: 16 Journal Issue: 10; Journal ID: ISSN 1748-9326
Publisher:
IOP Publishing
Country of Publication:
United Kingdom
Language:
English
Subject:
54 ENVIRONMENTAL SCIENCES; interannual variability; climate impact; adaptation; agriculture; imperfect foresight; GCAM

Citation Formats

Zhao, Xin, Calvin, Katherine V., Wise, Marshall A., Patel, Pralit L., Snyder, Abigail C., Waldhoff, Stephanie T., Hejazi, Mohamad I., and Edmonds, James A. Global agricultural responses to interannual climate and biophysical variability. United Kingdom: N. p., 2021. Web. doi:10.1088/1748-9326/ac2965.
Zhao, Xin, Calvin, Katherine V., Wise, Marshall A., Patel, Pralit L., Snyder, Abigail C., Waldhoff, Stephanie T., Hejazi, Mohamad I., & Edmonds, James A. Global agricultural responses to interannual climate and biophysical variability. United Kingdom. https://doi.org/10.1088/1748-9326/ac2965
Zhao, Xin, Calvin, Katherine V., Wise, Marshall A., Patel, Pralit L., Snyder, Abigail C., Waldhoff, Stephanie T., Hejazi, Mohamad I., and Edmonds, James A. Fri . "Global agricultural responses to interannual climate and biophysical variability". United Kingdom. https://doi.org/10.1088/1748-9326/ac2965.
@article{osti_1825116,
title = {Global agricultural responses to interannual climate and biophysical variability},
author = {Zhao, Xin and Calvin, Katherine V. and Wise, Marshall A. and Patel, Pralit L. and Snyder, Abigail C. and Waldhoff, Stephanie T. and Hejazi, Mohamad I. and Edmonds, James A.},
abstractNote = {Agricultural production is highly sensitive to changes in climate and weather patterns. The focus of the great majority of studies assessing climate impacts on agriculture has been on mean changes in agricultural responses. However, the manner in which global agricultural markets respond to the interannual variability of the climate and biophysical shocks is poorly understood. Here we show a strong transmission of interannual variations in climate-induced biophysical yield shocks to agriculture markets, which is magnified further by endogenous market fluctuations. We demonstrate the importance of imperfect versus perfect expectations of market and weather in generating the market fluctuations that play a key role in transferring the interannual variations to markets. We find that the volatility of market prices and consumption could be potentially reduced on average by 55% and 41%, respectively, with improved expectations, where agricultural producers make better decisions to adapt to climate and biophysical variability. We also find much heterogeneity in interannual variability across crops and regions, which is considerably mediated by trade as part of the economic response. Our study provides new insights on climate impacts on agricultural market variability and lays a foundation for further investigating the full range of climate impacts on biophysical and human systems.},
doi = {10.1088/1748-9326/ac2965},
journal = {Environmental Research Letters},
number = 10,
volume = 16,
place = {United Kingdom},
year = {Fri Oct 08 00:00:00 EDT 2021},
month = {Fri Oct 08 00:00:00 EDT 2021}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record
https://doi.org/10.1088/1748-9326/ac2965

Save / Share:

Works referenced in this record:

Pricing and Storage of Field Crops: A Quarterly Model Applied to Soybeans
journal, November 1987

  • Lowry, Mark; Glauber, Joseph; Miranda, Mario
  • American Journal of Agricultural Economics, Vol. 69, Issue 4
  • DOI: 10.2307/1242183

Assessing agricultural risks of climate change in the 21st century in a global gridded crop model intercomparison
journal, December 2013

  • Rosenzweig, Cynthia; Elliott, Joshua; Deryng, Delphine
  • Proceedings of the National Academy of Sciences, Vol. 111, Issue 9
  • DOI: 10.1073/pnas.1222463110

Dynamic modelling of agricultural policies: The role of expectation schemes
journal, July 2011


Changes in yield variability of major crops for 1981–2010 explained by climate change
journal, February 2016


The Economic Role of Commodity Storage
journal, September 1982

  • Wright, Brian D.; Williams, Jeffrey C.
  • The Economic Journal, Vol. 92, Issue 367
  • DOI: 10.2307/2232552

Response of corn markets to climate volatility under alternative energy futures
journal, April 2012

  • Diffenbaugh, Noah S.; Hertel, Thomas W.; Scherer, Martin
  • Nature Climate Change, Vol. 2, Issue 7
  • DOI: 10.1038/nclimate1491

No increase in global temperature variability despite changing regional patterns
journal, July 2013

  • Huntingford, Chris; Jones, Philip D.; Livina, Valerie N.
  • Nature, Vol. 500, Issue 7462
  • DOI: 10.1038/nature12310

Projected temperature changes indicate significant increase in interannual variability of U.S. maize yields: A Letter
journal, March 2012


Assessing the impacts of 1.5 °C global warming – simulation protocol of the Inter-Sectoral Impact Model Intercomparison Project (ISIMIP2b)
journal, January 2017

  • Frieler, Katja; Lange, Stefan; Piontek, Franziska
  • Geoscientific Model Development, Vol. 10, Issue 12
  • DOI: 10.5194/gmd-10-4321-2017

Climate variation explains a third of global crop yield variability
journal, January 2015

  • Ray, Deepak K.; Gerber, James S.; MacDonald, Graham K.
  • Nature Communications, Vol. 6, Issue 1
  • DOI: 10.1038/ncomms6989

Why do global long-term scenarios for agriculture differ? An overview of the AgMIP Global Economic Model Intercomparison
journal, December 2013

  • von Lampe, Martin; Willenbockel, Dirk; Ahammad, Helal
  • Agricultural Economics, Vol. 45, Issue 1
  • DOI: 10.1111/agec.12086

Cobwebs, chaos and bifurcations
journal, December 1992


Potential impact of climate change on world food supply
journal, January 1994

  • Rosenzweig, Cynthia; Parry, Martin L.
  • Nature, Vol. 367, Issue 6459
  • DOI: 10.1038/367133a0

Changes in climate extremes, fresh water availability and vulnerability to food insecurity projected at 1.5°C and 2°C global warming with a higher-resolution global climate model
journal, April 2018

  • Betts, Richard A.; Alfieri, Lorenzo; Bradshaw, Catherine
  • Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, Vol. 376, Issue 2119
  • DOI: 10.1098/rsta.2016.0452

RCP4.5: a pathway for stabilization of radiative forcing by 2100
journal, July 2011

  • Thomson, Allison M.; Calvin, Katherine V.; Smith, Steven J.
  • Climatic Change, Vol. 109, Issue 1-2
  • DOI: 10.1007/s10584-011-0151-4

Worldwide Acreage and Yield Response to International Price Change and Volatility: A Dynamic Panel Data Analysis for Wheat, Rice, Corn, and Soybeans
journal, April 2015

  • Haile, Mekbib G.; Kalkuhl, Matthias; Braun, Joachim
  • American Journal of Agricultural Economics, Vol. 98, Issue 1
  • DOI: 10.1093/ajae/aav013

Projecting future crop productivity for global economic modeling
journal, December 2013

  • Müller, Christoph; Robertson, Richard D.
  • Agricultural Economics, Vol. 45, Issue 1
  • DOI: 10.1111/agec.12088

Rational Expectations and the Cobweb Theory
journal, March 1970

  • Pashigian, B. Peter
  • Journal of Political Economy, Vol. 78, Issue 2
  • DOI: 10.1086/259632

The domestic and international implications of future climate for U.S. agriculture in GCAM
journal, August 2020


The crucial role of domestic and international market-mediated adaptation to climate change
journal, March 2021


The Economics of Grain Price Volatility
journal, March 2011

  • Wright, B. D.
  • Applied Economic Perspectives and Policy, Vol. 33, Issue 1
  • DOI: 10.1093/aepp/ppq033

GCAM v5.1: representing the linkages between energy, water, land, climate, and economic systems
journal, January 2019

  • Calvin, Katherine; Patel, Pralit; Clarke, Leon
  • Geoscientific Model Development, Vol. 12, Issue 2
  • DOI: 10.5194/gmd-12-677-2019

Food price volatility
journal, September 2010

  • Gilbert, C. L.; Morgan, C. W.
  • Philosophical Transactions of the Royal Society B: Biological Sciences, Vol. 365, Issue 1554
  • DOI: 10.1098/rstb.2010.0139

Climate change impacts on agriculture in 2050 under a range of plausible socioeconomic and emissions scenarios
journal, August 2015


Endogenous risk and long run effects of liberalization in a global analysis framework
journal, May 2006


Agricultural Price Instability: a Survey of Competing Explanations and Remedies: Agricultural Price Instability
journal, November 2010


Meeting the radiative forcing targets of the representative concentration pathways in a world with agricultural climate impacts: KYLE ET AL.
journal, February 2014

  • Kyle, Page; Müller, Christoph; Calvin, Katherine
  • Earth's Future, Vol. 2, Issue 2
  • DOI: 10.1002/2013EF000199

A Hindcast Experiment Using the gcam 3.0 Agriculture and Land-Use Module
journal, February 2017


Climate variability and vulnerability to climate change: a review
journal, April 2014

  • Thornton, Philip K.; Ericksen, Polly J.; Herrero, Mario
  • Global Change Biology, Vol. 20, Issue 11
  • DOI: 10.1111/gcb.12581

Future climate impacts on global agricultural yields over the 21st century
journal, October 2020

  • Waldhoff, Stephanie T.; Wing, Ian Sue; Edmonds, James
  • Environmental Research Letters, Vol. 15, Issue 11
  • DOI: 10.1088/1748-9326/abadcb

Implications of incorporating N cycling and N limitations on primary production in an individual-based dynamic vegetation model
journal, January 2014


Evolving Comparative Advantage and the Impact of Climate Change in Agricultural Markets: Evidence from 1.7 Million Fields around the World
journal, February 2016

  • Costinot, Arnaud; Donaldson, Dave; Smith, Cory
  • Journal of Political Economy, Vol. 124, Issue 1
  • DOI: 10.1086/684719

Identifying Supply and Demand Elasticities of Agricultural Commodities: Implications for the US Ethanol Mandate
journal, October 2013

  • Roberts, Michael J.; Schlenker, Wolfram
  • American Economic Review, Vol. 103, Issue 6
  • DOI: 10.1257/aer.103.6.2265

The role of storage dynamics in annual wheat prices
journal, April 2017

  • Schewe, Jacob; Otto, Christian; Frieler, Katja
  • Environmental Research Letters, Vol. 12, Issue 5
  • DOI: 10.1088/1748-9326/aa678e

Adaptive Expectations and Cobweb Phenomena
journal, May 1958

  • Nerlove, Marc
  • The Quarterly Journal of Economics, Vol. 72, Issue 2
  • DOI: 10.2307/1880597

Global and regional health effects of future food production under climate change: a modelling study
journal, May 2016


Climate change effects on agriculture: Economic responses to biophysical shocks
journal, December 2013

  • Nelson, Gerald C.; Valin, Hugo; Sands, Ronald D.
  • Proceedings of the National Academy of Sciences, Vol. 111, Issue 9
  • DOI: 10.1073/pnas.1222465110

The effects of direct storage subsidies under limited rationality: a general equilibrium analysis
journal, June 2015


Crop Supply Dynamics and the Illusion of Partial Adjustment
journal, May 2014

  • Hendricks, Nathan P.; Smith, Aaron; Sumner, Daniel A.
  • American Journal of Agricultural Economics, Vol. 96, Issue 5
  • DOI: 10.1093/ajae/aau024

Dynamics of the cobweb model with adaptive expectations and nonlinear supply and demand
journal, August 1994


Simulating soil C dynamics with EPIC: Model description and testing against long-term data
journal, February 2006


gcamdata: An R Package for Preparation, Synthesis, and Tracking of Input Data for the GCAM Integrated Human-Earth Systems Model
journal, January 2019

  • Bond-Lamberty, Ben; Dorheim, Kalyn; Cui, Ryna
  • Journal of Open Research Software, Vol. 7
  • DOI: 10.5334/jors.232

Complex price dynamics in vertically linked cobweb markets
journal, June 2018


A simple model of endogenous agricultural commodity price fluctuations with storage
journal, December 2011


A meta-analysis of crop yield under climate change and adaptation
journal, March 2014

  • Challinor, A. J.; Watson, J.; Lobell, D. B.
  • Nature Climate Change, Vol. 4, Issue 4
  • DOI: 10.1038/nclimate2153

EPIC model parameters for cereal, oilseed, and forage crops in the northern Great Plains region
journal, July 1995

  • Kiniry, J. R.; Williams, J. R.; Major, D. J.
  • Canadian Journal of Plant Science, Vol. 75, Issue 3
  • DOI: 10.4141/cjps95-114

Reforming the European Common Agricultural Policy: From price & income support to risk management
journal, May 2020


A new scenario framework for climate change research: the concept of shared socioeconomic pathways
journal, October 2013


The Inter-Sectoral Impact Model Intercomparison Project (ISI–MIP): Project framework
journal, December 2013

  • Warszawski, Lila; Frieler, Katja; Huber, Veronika
  • Proceedings of the National Academy of Sciences, Vol. 111, Issue 9
  • DOI: 10.1073/pnas.1312330110

Anthropogenic climate change has slowed global agricultural productivity growth
journal, April 2021